Response Surface Modeling of Physical and Mechanical Properties of Cotton Slub Yarns

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Abstract

The objective of this study was to model the physical and mechanical properties of 100% cotton slub yarns commonly used in denim and other casual wear. Statistical models were developed using central composite experimental design of the response surface methodology. Yarn’s linear density, slub thickness, slub length and pause length were used as the key input variables while yarn strength, elongation, coefficient of mass variation, imperfections and hairiness were used as response/output variables. It was concluded that yarn strength and elongation increased with increase in linear density and pause length, and decreased with increase in slub thickness and slub length. Yarn mass variation and total imperfections increased with increase in slub thickness and pause length, whereas yarn imperfections and hairiness decreased with increase in slub length. It was further concluded that due to statistically significant square and interaction effects of some of the input variables, only the quadratic model instead of the linear models can adequately represent the relationship between the input and the output variables. These statistical models will be of great importance for the industrial personnel to improve their productivity and reduce sampling.

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  • [1] Petrulytė S. (2003). Complex Structure Fancy Yarns: Theoretical and Experimental Analysis. Materials Science (Medžiagotyra) 9(1) 120-123.

  • [2] Kwasniak J. (1997). Application of a pressurized-air method of fancy-yarn formation to industrial rotor-spinning machines. Journal of the Textile Institute 88(3) 185-197.

  • [3] Kwasniak J. and Peterson E. (1997). The formation and structure of fancy yarns produced by a pressurized-air method. Journal of the Textile Institute 88(3) 174-184.

  • [4] Grabowska K. E. Ciesielska I. L. and Vasile S. (2009). Fancy yarns-an appraisal. AUTEX Research Journal 9(3) 74-81.

  • [5] Souid H. Babay A. Sahnoun M. and Cheikrouhou M. (2008). A comparative quality optimization between ring spun and slub yarns by using desirability function. AUTEX Research Journal 8(3) 72-76.

  • [6] Kim G. (2012). Woven Textiles: Principles Developments and Applications: Woodhead Publishing Limited.

  • [7] Xiuping L. Zhijie W. Zhixun S. and Choi K. F. (2008). Slub Extraction in Woven Fabric Images Using Gabor Filters. Textile Research Journal 78(4) 320-325.

  • [8] Testore F. and Minero G. (1988). A Study of the Fundamental Parameters of Some Fancy Yarns. The Journal of The Textile Institute 79(4) 606-619.

  • [9] Lu Y. Gao W. and Wang H. (2007). A model for the twist distribution in the slub-yarn. International Journal of Clothing Science and Technology 19(1) 36-42.

  • [10] Jun W. and Xiubao H. (2002). Parameters of Rotor Spun Slub Yarn. Textile Research Journal 72(1) 12-16.

  • [11] (January 12). USTER Fancy Yarn Profile. Available: http://www.uster.com/en/instruments/yarn-testing/uster-testerstaple-yarn

  • [12] Jihong L. Zhenping X. Weidong G. and Hongxia J. (2009). Automatic Determination of Slub Yarn Geometrical Parameters Based on an Amended Similarity-based Clustering Method. Textile Research Journal 80(11) 1075-1082.

  • [13] Chattopadhyay R. and Sinha S. (2007). A study on spinning limits and yarn properties with progressive change in yarn count in friction spinning. AUTEX Research Journal 7(1) 1-8.

  • [14] M.D. Teli A.R. Khare and Chakrabarti R. (2008). Dependence of yarn and fabric strength on the structural parameters. AUTEX Research Journal 8(3) 63-67.

  • [15] Dominika Rosiak and Przybył K. (2004). Twisting of multifolded yarns and threads manufactured by means of new spinning technologies. AUTEX Research Journal 4(3) 113-117.

  • [16] Ureyen M. E. and Kadoglu H. (2007). The prediction of cotton ring yarn properties from AFIS fibre properties by using linear regression models. Fibres and Textiles in Eastern Europe 15(4) 63-67.

  • [17] Ishtiaque S. Das B. Kumar A. and Ramamoorthy M. (2008). Static and dynamic failure mechanisms of cotton yarns. Indian Journal of Fibre & Textile Research 33(1) 111-118.

  • [18] Ahmad I. Nawaz S. M. and Tayyab M. (2004). Interaction study of staple length and fineness of cotton with ultimate yarn regularity and hairiness. Journal of Applied Sciences 4(1) 48-52.

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